BGP-based DDoS attack detection dataset

Project specification

Distributed Denial-of-Service (DDoS) attacks, specifically, can cause financial loss and disrupt critical infrastructure. Sometimes utilizing millions of devices, the effects of these attacks range from stopping stock market trades, to delaying emergency response services. While there are commercial products that monitor individual businesses, there are few (if any) open, global-level, products. Twosixlabs has published an ML based approach that can be used to detect and possibly predict DDoS attacks. You will use the Sagemaker or Google Colab for developing an ML approach of your choice. You are not limited by the approach adopted by TwoSixLabs.

Data

Data for this experiment are available for various incidents from here